Hypothesis Testing

Statistical Inference

Notes

Standard rigorous text on estimation, hypothesis testing, and asymptotic theory.

hypothesize: Now Available on CRAN

My R package for hypothesis testing, hypothesize, is now available on CRAN.

hypothesize: A Consistent API for Statistical Tests in R

R’s hypothesis testing functions are inconsistent—t.test() returns different structures than chisq.test(), making generic workflows painful. hypothesize provides a unified API so any test returns the same interface: p-value, test statistic, …

hypothesize: API for Hypothesis Testing